人工智能增强的决策在面部匹配:比较并发和非并发的建议呈现.
Eesha Kokje1, Eva Lermer2,3, Anne-Kathrin Kleine2
1Center for Leadership and People Management, LMU Munich, Giselastr. 10, 80802, Munich, Germany. Eesha.Kokje@psy.lmu.de.
Cognitive research: principles and implications
|February 5, 2026
概括
非并发的建议呈现,就像按需的相似性评级一样,可以减少人类过度依赖人工智能 (AI) 决策辅助工具. 然而,这也可能导致对正确的人工智能建议的依赖不足.
科学领域:
- 人与计算机的交互
- 人工智能的人工智能
- 认知心理学 认知心理学
背景情况:
- 人与人工智能的合作旨在超越个人表现,但由于用户过度依赖人工智能决策辅助工具而受到阻碍.
- 过度依赖人工智能可能会导致低于最佳的协作结果,需要制定策略来缓解这个问题.
研究的目的:
- 评估非并发的建议呈现作为一种方法,以减少用户过度依赖AI在面相匹配任务.
- 为了比较按需二元期权咨询,按需相似性评级和有条件建议与并发建议的效果.
主要方法:
- 使用面部匹配任务进行了三项预先注册的实验.
- 条件包括按需的二进制咨询,按需的相似性评级,有条件的咨询和并发的咨询.
- 测量了参与者对人工智能建议的依赖程度和整体表现.
主要成果:
- 在并发和非并发咨询条件之间,没有发现整体绩效的显著差异.
- 按需相似性评级与同步呈现相比,减少了过度依赖,但相似性评级并不优于基本建议.
- 当AI与他们最初的决定相矛盾时,参与者不太可能遵循AI的建议,在拒绝不正确建议时表现出更高的信心.
结论:
- 非并发的AI建议呈现,特别是按需的相似性评级,显示了减少过度依赖的潜力.
- 存在一种权衡,因为减少过度依赖可能伴随着对正确人工智能建议的不充分依赖.
- 未来的研究应该探索方法来平衡依赖,并确保AI协助的最佳利用.
更多相关视频
相关概念视频
Self-Presentation
323
Self-presentation is a fundamental aspect of social interaction, shaping both how others perceive individuals and how they view themselves. This dynamic process influences behaviors in various social settings, often leading people to adjust their appearance, speech, and demeanor to align with their desired identity. While self-presentation can be deliberate or unconscious, it plays a critical role in interpersonal relationships and self-perception.Forms of Self-PresentationSelf-presentation can...
323
Self-Presentation: Self-Monitoring and Self-Handicapping
44.8K
People can go to great lengths to protect their self-image and present themselves in ways that they want others to see them. Sociologist Erving Goffman presented the idea that a person is like an actor on a stage. Calling his theory dramaturgy, Goffman believed that we use “impression management” to present ourselves to others as we hope to be perceived. Each situation is a new scene, and individuals perform different roles depending on who is present (Goffman, 1959). Think about...
44.8K
Strategies of Self-Presentation I: Strategic Self-Presentation
223
Strategic self-presentation refers to individuals' intentional efforts to influence how others perceive them. This process is employed in various social and professional settings, such as job interviews, dating, politics, and legal contexts, where individuals seek to shape impressions to gain social or material advantages. While people generally present themselves in ways that align with their authentic characteristics, external factors, such as cognitive load, can hinder their ability to...
223
Processes of Self-Presentation
251
Effective self-presentation is a central component of social interaction and identity construction. It relies on the dynamic processes of defining the situation and engaging in self-disclosure. These mechanisms help individuals navigate social context expectations and manage how others perceive them, fostering mutual understanding and relationship development.Defining the SituationSocial situations are shaped by collectively understood frames—a set of widely understood rules or...
251
Sign Test for Matched Pairs
417
The sign test for matched pairs offers a robust method for comparing two paired samples, often for the effects of an intervention in one of them. This method is very useful in situations where the underlying distribution of the data is unknown. The test compares two related samples—often pre- and post-treatment measurements on the same subjects—to determine if there are significant differences in their median values.
To conduct the sign test, we first calculate the differences in...
To conduct the sign test, we first calculate the differences in...
417
Decision Making
994
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
994


